{"id":"W4388981983","doi":"10.55016/ojs/muj.v1i1.76422","title":"Kidfluencers and conundrums","year":2023,"lang":"en","type":"article","venue":"The Motley Undergraduate Journal","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Legislation; Government (linguistics); The Internet; Legislature; Internet privacy; Digital content; Business; Welfare; Public relations; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007083827,0.0004505013,0.0005105649,0.001470001,0.01739964,0.01190281,0.002470767,0.008461058,0.01700674],"category_scores_gemma":[0.01369704,0.000605608,0.0006199997,0.001506499,0.02280412,0.0101844,0.008049399,0.009138309,0.002414387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02300207,"about_ca_system_score_gemma":0.03310984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2320712,"about_ca_topic_score_gemma":0.3476093,"domain_scores_codex":[0.9893133,0.002140623,0.0004852964,0.001833224,0.003556399,0.002671274],"domain_scores_gemma":[0.9907515,0.002174357,0.000761376,0.0006755545,0.003412031,0.002225192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001880181,0.00004166307,0.002852863,0.0001326952,0.000006962432,0.0006135398,0.02101247,0.00006311699,0.0002798702,0.7775631,0.1568065,0.04060847],"study_design_scores_gemma":[0.000007049918,0.00001946081,0.002304336,0.000475828,0.00001163508,0.0004359596,0.0235171,0.00006000757,0.000304745,0.02298697,0.9498478,0.00002916397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0377946,0.01526878,0.005473257,0.3528943,0.00415612,0.0001096672,0.0002452095,0.0002338101,0.5838242],"genre_scores_gemma":[0.3971511,0.01478564,0.00482113,0.1916724,0.001537566,0.0001805865,0.0002456234,0.0002580992,0.3893478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2320712,"threshold_uncertainty_score":0.4614407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03828664160916751,"score_gpt":0.3128798239366034,"score_spread":0.2745931823274358,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}